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The weight table said stability accounts for "low latency stdDev / error rate". Grep errorRate in scoring.ts and you find it declared on ProviderCandidate and read nowhere — while combo.ts pulls 24 hours of usage history behind a ten-sample floor, falls back to real-time metrics, and hands every candidate an errorRate the scorer ignores. Two candidates, one failing 1% of calls and one failing 99%, scored identically at 0.459486. This declares reliability as a sixteenth factor: 1 - failureRate, using the same formula, field precedence and rate-bounding speedRanking.ts already applies, so a corrupt reading means "nothing observed" rather than "fails every call". It ships at weight 0, leaving the ranking unchanged to the digit — the honest default, since which weight this deserves is a product call backed by traffic the author does not have. Two declared-but-silent factors already ship (cacheAffinity, resetWindowAffinity), so the pattern is not new. The stability row now describes what that factor actually computes: latency variance. The rest is the mechanical 15 → 16 across nineteen documents and the forty-two llm.txt mirrors — sourced from check:docs-counts rather than a grep, the first real use of the gate #12316 extended. Protected-surface note: this PR touches AGENTS.md, llm.txt and its 42 mirrors, and skills/omni-combos-routing/SKILL.md. Every changed line in those 45 files is a digit substitution and nothing else — masking all digits makes the removed and added lines identical, with no sentence added, removed or reworded. Reviewed and approved on that basis before merging. Verified on the author's rebased head: check:docs-counts green (the gate that now enforces the count this PR moves), typecheck:core clean, and 71/71 focused tests across scoring-reliability-factor, combo-scoring-weights-schema-coverage, check-docs-counts-sync, lkgp-enabled-context, intelligent-routing-options and the combo-matrix auto integration suite. Thanks @maxmad64bis — shipping the factor at weight 0 and saying plainly that the weight is someone else's call is the right way to land this.
title, version, lastUpdated
| title | version | lastUpdated |
|---|---|---|
| OmniRoute Documentation | 3.8.40 | 2026-06-28 |
OmniRoute Documentation
Navigable index of the OmniRoute documentation set. Topics are grouped by intent so you can find what you need quickly.
Looking for the project overview, install steps, or release notes? See the root README.md, ROADMAP.md, CHANGELOG.md, and CONTRIBUTING.md.
For Non-Tech Users
Simple guides for using OmniRoute — no technical background needed.
getting-started/
- QUICK-START.md — install and run OmniRoute in 3 minutes.
- AUTO-COMBO-GUIDE.md — let OmniRoute pick the best AI for you.
- PROVIDERS-GUIDE.md — how to connect AI providers.
- FREE-TIERS-GUIDE.md — get free AI with no credit card.
- WEB-COOKIE-GUIDE.md — web cookie providers (session-credential setup).
guides/
- SETUP_GUIDE.md — first-time setup of OmniRoute.
- USER_GUIDE.md — daily usage of the dashboard and API.
- THINKING_BUDGET.md — thinking/reasoning budget modes (passthrough vs auto-strip).
- FEATURES.md — dashboard feature gallery.
- CHAOS-MODE.md — multi-model parallel/collaborative execution (setup, permissions, API).
- TIERS.md — OmniRoute tiers explained (user guide).
- USAGE_QUOTA_GUIDE.md — usage, quota & spend tracking.
- COST_TRACKING.md — cost and spend tracking.
- FREE_PROVIDER_RANKINGS.md — free provider rankings (Arena ELO).
- DOCKER_GUIDE.md — running OmniRoute under Docker, including runtime RAM for coding agents.
- ELECTRON_GUIDE.md — desktop (Electron) builds.
- TERMUX_GUIDE.md — running on Android via Termux.
- PWA_GUIDE.md — installing the dashboard as a PWA.
- REMOTE-MODE.md — exposing OmniRoute remotely + scoped tokens.
- CLI-INTEGRATIONS.md — master table of
setup-*CLI integrations. - CLAUDE-CODE-CONFIGURATION.md — Claude Code CLI with OmniRoute.
- CODEX-CLI-CONFIGURATION.md — Codex CLI with OmniRoute.
- KIRO_SETUP.md — Kiro setup.
- ANTIGRAVITY-ONBOARDING.md — Antigravity (Google One AI) onboarding.
- MANAGEMENT-AUTH.md — management authentication.
- I18N.md — translation and locale workflow.
- TROUBLESHOOTING.md — detailed troubleshooting reference.
- UNINSTALL.md — clean removal steps.
For Tech Users
Technical documentation for developers and contributors.
architecture/
How the system is put together — read these to understand the runtime, code layout, and resilience model.
- ARCHITECTURE.md — high-level system architecture (request pipeline, layers, modules).
- CODEBASE_DOCUMENTATION.md — engineering reference for the codebase.
- REPOSITORY_MAP.md — directory-by-directory navigation guide.
- AUTHZ_GUIDE.md — authorization pipeline (route classifier + policy engine).
- RESILIENCE_GUIDE.md — provider circuit breaker, connection cooldown, and model lockout.
- QUALITY_GATES.md — quality-gate scripts and CI jobs inventory.
- MONITORING_SECTIONS.md — monitoring/costs dashboard navigation.
- cluster-decisions.md — optional sidecar/cluster profile decisions.
- DESIGN_SYSTEM.md — design system & visual identity.
- ROUTER_BACKENDS.md — router backends & embedded services architecture contract (ADR).
- admission-lanes.md — the two admission-lane systems and what gates each.
- persistence-backend-boundary.md — pluggable persistence boundary (ADR).
reference/
Lookup material — API surface, environment variables, CLI flags, provider catalog.
- API_REFERENCE.md — REST API endpoints and shapes.
- PROVIDER_REFERENCE.md — auto-generated provider catalog (do not edit by hand).
- PROVIDER_PLUGIN_MANIFEST.md — sidecar-safe provider plugin contract for Bifrost and CLIProxyAPI migration.
- openapi.yaml — OpenAPI spec for the public API.
- ENVIRONMENT.md — environment variables reference.
- FEATURE_FLAGS.md — feature flags and their defaults.
- CLI-TOOLS.md — bundled CLI commands.
- FREE_TIERS.md — free-tier LLM provider directory.
- FREE_PROXIES_API.md — free proxies API.
- RELAY_BACKEND_STRATEGY.md — relay backend strategy.
- RELAY_TROUBLESHOOTING.md — relay troubleshooting.
frameworks/
Pluggable subsystems exposed to clients, agents, and operators.
- MCP-SERVER.md — Model Context Protocol server.
- A2A-SERVER.md — Agent-to-Agent (A2A) JSON-RPC server.
- ACP.md — Agent Client Protocol.
- AGENT_PROTOCOLS_GUIDE.md — A2A / ACP / Cloud agent overview.
- AGENTBRIDGE.md — IDE agent bridge.
- AGENT-SKILLS.md — agent skills catalog.
- CLOUD_AGENT.md — cloud agent runtime and providers.
- SKILLS.md — Skills framework (sandboxed extension).
- MEMORY.md — persistent memory (FTS5 + Qdrant).
- WEBHOOKS.md — webhook events and dispatch.
- EVALS.md — eval suites.
- GAMIFICATION.md — gamification & leaderboard system.
- EMBEDDED-SERVICES.md — embedded sidecar services (9Router, CLIProxyAPI).
- NOTION_CONTEXT.md — Notion context source.
- OBSIDIAN_CONTEXT.md — Obsidian context source.
- LOCAL_CORPUS_CONTEXT.md — local corpus context source (approved directory exposed to MCP).
- OPENCODE.md — OpenCode integration.
- OPEN_SSE_ARCHITECTURE.md — open-sse streaming engine internals.
- PLAYGROUND_STUDIO.md — Playground Studio UI.
- SEARCH_TOOLS_STUDIO.md — Search Tools Studio UI.
- TRAFFIC_INSPECTOR.md — traffic inspector (MITM).
- PLUGINS.md — CLI plugin system overview.
- PLUGIN_SDK.md — plugin SDK reference.
- PLUGIN_MARKETPLACE.md — plugin marketplace.
- RADAR.md — Radar free-model catalog overlay (optional, off by default).
routing/
Combo routing, scoring, and replay.
- AUTO-COMBO.md — Auto-Combo (multi-factor scoring, 19 strategies).
- QUOTA_SHARE.md — quota sharing engine.
- REASONING_REPLAY.md — reasoning replay cache.
- REASONING_ROUTING.md — reasoning routing rules (effort/budget rule engine).
security/
Guardrails, compliance, stealth, and the mandatory patterns for handling public credentials and error messages.
- GUARDRAILS.md — PII, prompt injection, vision guardrails.
- COMPLIANCE.md — audit trails and compliance.
- STEALTH_GUIDE.md — TLS / fingerprint stealth.
- PUBLIC_CREDS.md — mandatory pattern for embedding public upstream OAuth client_id/secret + Firebase Web keys without tripping secret scanners.
- ERROR_SANITIZATION.md — mandatory pattern for routing every error response through
sanitizeErrorMessageto prevent stack-trace exposure. - ROUTE_GUARD_TIERS.md — route-guard classification tiers.
- CLI_TOKEN.md — CLI machine-ID token (HMAC + legacy SHA-256) auth.
- EGRESS_POLICY.md — egress IP family (IPv4/IPv6) policy.
- BAN_DETECTION.md — account-ban / banned-keyword detection.
- AGENTROUTER_WAF.md — agentrouter.org WAF.
- CORS.md — CORS configuration & security.
- MITM-TPROXY-DECRYPT.md — transparent MITM decrypt.
- SUPPLY_CHAIN.md — supply-chain gates (SLSA, SBOM, Trivy, osv-scanner, Scorecard).
- SOCKET_DEV_FINDINGS.md — supply-chain finding attestations.
compression/
Prompt compression engines, rules, and language packs.
- COMPRESSION_GUIDE.md — top-level compression overview.
- COMPRESSION_ENGINES.md — available compression engines.
- COMPRESSION_RULES_FORMAT.md — rule file format.
- COMPRESSION_LANGUAGE_PACKS.md — language packs.
- RTK_COMPRESSION.md — RTK engine deep dive.
- CONTEXT_EDITING.md — delegated context editing (Anthropic).
- EXTENDING_COMPRESSION.md — adding a custom compression engine.
providers/
Provider-specific integration guides.
- CLAUDE_WEB.md — Claude Web (cookie-auth) provider.
- CHATGPT_WEB.md — ChatGPT Web (Codex) provider and common-provider retirement note.
- ALIBABA-QWEN-PROVIDER-FAMILIES.md — Alibaba and Qwen provider families.
- AGENTROUTER.md — AgentRouter setup.
- ZED-DOCKER.md — Zed IDE integration under Docker.
- CURSOR-DOCKER.md — Cursor model listing under Docker.
comparison/
- OMNIROUTE_VS_ALTERNATIVES.md — how OmniRoute compares to alternatives.
ops/
Release, deployment, proxies, tunnels, coverage, database, monitoring.
- RELEASE_CHECKLIST.md — release flow checklist.
- RELEASE_GREEN.md — keeping the PR queue and release branch green.
- BRANCHING_MODEL.md — branching & release model.
- MERGE_TRAIN.md — merge queue & manual merge-train runbook.
- HOMOLOGATION.md — homologation suite (
npm run homolog). - QUALITY_GATE_PLAYBOOK.md — quality-gate playbook.
- RUNNER_BOX.md — self-hosted runner box operations.
- BRANCH_PROTECTION_MAIN.md —
mainbranch protection. - CONTRIBUTION_GOLDEN_PATH.md — contribution golden path (focused checks per change type).
- COVERAGE_PLAN.md — test coverage plan.
- DATABASE_GUIDE.md — DB schema and operations.
- SQLITE_RUNTIME.md — SQLite driver resolution chain.
- REDIS_PRODUCTION_CONFIG.md — Redis production configuration.
- MONITORING_GUIDE.md — monitoring & observability.
- FLY_IO_DEPLOYMENT_GUIDE.md — Fly.io deployment.
- VM_DEPLOYMENT_GUIDE.md — generic VM deployment.
- PROXY_GUIDE.md — upstream proxy configuration.
- TUNNELS_GUIDE.md — Cloudflare tunnel and friends.
diagrams/
Mermaid sources and exported SVG/PNG diagrams referenced from the docs above. See diagrams/README.md.
i18n/
Translated mirrors of the documentation in 42 locales (plus the English originals — 43 languages in total). See i18n/README.md for the supported language list.
screenshots/
Static screenshots used by the dashboard and the README. Not part of the doc body.
Auto-generated artifacts
- reference/PROVIDER_REFERENCE.md is generated by
scripts/docs/gen-provider-reference.tsfromsrc/shared/constants/providers.ts. Do not edit by hand. - The
/docsUI is backed by Fumadocs MDX source generation from the subfolders above.